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Danone · Consumer Packaged Goods

In AI answers, Danone is a packaging and sourcing name, while its press is about nutrition and recalls

When assistants answered category questions without naming any brand, Danone surfaced mostly around plastic waste, greenwashing claims and deforestation scorecards. Its recent news coverage is about nutrient profiles, a product recall and a medical nutrition site.

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and GrokCheck your own brand →

In AI answers

Visibility

5%

Share of answers that named Danone, with a 95% range of 4–6%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

59 / 1,250

Position by visibility

#13 of 15

In this snapshot only

In the press

News mentions

4,718

PeakMetrics news index, last 30 days.

Danone in the headline

393

Rank by press volume

#7 of 15

Within this sector

Danone gets more press than AI mentions. It ranks #7 of 15 in this sector by news volume but #13 by how often the sampled AI answers named it. In this snapshot, coverage volume and AI visibility do not line up.

Named in 28 of 250 questions, the 12 most-named shown

Question
Who are the biggest plastic polluters among packaged goods companies?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which companies make the most misleading "recyclable" packaging claims?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
What consumer brands have had lawsuits over deceptive recycling or eco-friendly packaging claims?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which big consumer goods companies have been called out for greenwashing their packaging?Named by: ChatGPT, Gemini, Perplexity, Grok
Which snack and food companies have made real progress on palm oil deforestation?Named by: ChatGPT, Gemini, Grok
Which consumer packaged goods companies are ahead on using recycled ocean plastic or chemically recycled plastic in their bottles?Named by: ChatGPT, Perplexity, Grok
As an investor who cares about ESG, which consumer packaged goods companies have the strongest reputation for honest sustainability reporting?Named by: ChatGPT, Perplexity, Grok
Are there any big palm oil sourcing scandals I should know about before buying snacks and shampoo?Named by: Claude, Perplexity, Grok
Rank the major soda and beverage companies by their plastic bottle recycling efforts.Named by: ChatGPT, Gemini, Grok
Which CPG companies have the worst environmental record?Named by: ChatGPT, Grok
How do the major baby formula and diaper makers compare on handling customer complaints?Named by: Perplexity, Grok
As an investor screening for ESG risk, which consumer staples companies have the most sustainability-related legal exposure?Named by: ChatGPT, Grok

and 16 more questions whose answers named Danone.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 4–6%), not a ranking or a trend. The questions never named Danone.

How the answers frame Danone

This snapshot, measured on 2026-09-29, covers 250 benchmark questions put to ChatGPT, Claude, Gemini, Perplexity and Grok, or 1,250 answers. None of the questions named a brand. Danone appeared in 59 of those answers. Grok named it most often (21 of 250 answers), and the other four assistants named it in 8 to 12 answers each.

The questions that brought Danone up were about packaging waste (26% visibility on that question intent), sourcing transparency (10%) and brands to avoid (9%). On reliability, value, safety and ingredient health, visibility was 2% or lower. The few answers tagged for what Danone was credited for point the same way: sustainability and ethics three times, customer experience once, and one answer with no substantive credit.

The five stored answers show how that plays out. Claude listed Danone among the major plastic polluters. Perplexity put it in a group accused of misleading recyclability claims, and noted that plastic-packaging lawsuits are allegations, not findings of lawbreaking. ChatGPT went the other way on a palm oil question. Its reasoning text said Danone and Nestlé disclose over 95% deforestation-free sourcing, and it listed Danone among companies making measurable progress. In Grok's deforestation answer Danone was among the brands named, but the visible excerpt highlighted Nestlé and Flora Food Group as leaders.

Perplexity also named Danone in a question about baby formula complaint handling. It cited a crisis-communications analysis of 2026 recalls that criticized Danone's messaging relative to Nestlé's.

…the 5 major plastic polluters are Coca-Cola, PepsiCo, Nestlé, Danone and Altria-Philip Morris International.
Claude, answering “Who are the biggest plastic polluters among packaged goods companies?”

What the press is saying

PeakMetrics' news index logged 4,718 mentions of Danone in the last 30 days. Of those, 393 carried the brand in the headline.

The recent headlines are about product and corporate news. They include Danone publishing its 2025 UK nutrient profile score, a recall of a frozen dessert that could contain stones or other hard material, and the Steenvoorde site being positioned as a European medical nutrition hub with its largest production line in France. Another covers a plan with Intersnack to report on healthy food sales in the UK.

…accused by consumer groups of misleading claims about water bottles being “100% recycled” or recyclable.
Perplexity, answering “Which big consumer goods companies have been called out for greenwashing their packaging?”

The gap

The two stories barely overlap. The headlines sampled here are about nutrition reporting, manufacturing investment and a dessert recall. None of them is about packaging or deforestation, which are the topics that bring Danone up in the answers.

Volume does not explain it either. Among the 15 companies in this sector set, Danone's news count (4,718) is above Mars (1,859), Kimberly-Clark (2,334) and Hershey (2,097). It sits close to Mondelez (4,617) and Kraft Heinz (4,449). Yet Danone appeared in fewer answers (59) than each of those except Hershey (43), and far fewer than Procter & Gamble (314), Unilever (269) and Nestlé (266). Nestlé's press volume is about two and a half times Danone's. Its appearance count is more than four times higher. In this snapshot, press attention and AI visibility moved separately.

Where the answers do name Danone, they often name it beside the same peers (Nestlé, Coca-Cola, PepsiCo, Mondelez), in lists framed around plastic, greenwashing or deforestation.

…praised Nestlé’s consumer-facing updates and direct contact option, while criticizing Danone’s less consumer-focused messaging and lack of a clear support signpost.
Perplexity, answering “How do the major baby formula and diaper makers compare on handling customer complaints?”

What to watch

A comms team would take three things from this snapshot. First, the answers place Danone in environmental accountability conversations, and the same brand can appear as a plastic-pollution name in one answer and a deforestation-progress name in another. Second, Perplexity's recall comparison shows assistants drawing on third-party analysis of crisis communications. What gets said about a recall can reach answers about complaint handling. Third, the topics where Danone is nearly absent, such as ingredient health and safety, match the themes in its current press, which is a gap to test with more benchmark questions.

These are single runs of live answers, and results vary between runs. The five stored answers are a sample of the 59 appearances. Treat the figures as a dated baseline to re-measure, not a ranking or a trend.

The evidence

Where Danone appeared, and what it was credited for.

Per-provider split

The same answers split by assistant, each with its 95% range. Where two assistants' ranges overlap, the difference between them may be noise.

  1. ChatGPT
    5%3–8%
  2. Claude
    3%2–6%
  3. Gemini
    4%2–7%
  4. Perplexity
    4%2–7%
  5. Grok
    8%6–13%

Appeared in

The 12 questions whose answers named Danone most often, with each assistant that named it. 28 questions named it in all. The questions did not mention the brand.

  • Who are the biggest plastic polluters among packaged goods companies?ChatGPTClaudeGeminiPerplexityGrok
  • Which companies make the most misleading "recyclable" packaging claims?ChatGPTClaudeGeminiPerplexityGrok
  • What consumer brands have had lawsuits over deceptive recycling or eco-friendly packaging claims?ChatGPTClaudeGeminiPerplexityGrok
  • Which big consumer goods companies have been called out for greenwashing their packaging?ChatGPTGeminiPerplexityGrok
  • Which snack and food companies have made real progress on palm oil deforestation?ChatGPTGeminiGrok
  • Which consumer packaged goods companies are ahead on using recycled ocean plastic or chemically recycled plastic in their bottles?ChatGPTPerplexityGrok
  • As an investor who cares about ESG, which consumer packaged goods companies have the strongest reputation for honest sustainability reporting?ChatGPTPerplexityGrok
  • Are there any big palm oil sourcing scandals I should know about before buying snacks and shampoo?ClaudePerplexityGrok
  • Rank the major soda and beverage companies by their plastic bottle recycling efforts.ChatGPTGeminiGrok
  • Which CPG companies have the worst environmental record?ChatGPTGrok
  • How do the major baby formula and diaper makers compare on handling customer complaints?PerplexityGrok
  • As an investor screening for ESG risk, which consumer staples companies have the most sustainability-related legal exposure?ChatGPTGrok

Visibility by question type

The share of answers to each type of question that named Danone, with its 95% range. Each type has fewer answers than the whole run, so its range is wider.

  1. Reliability and quality
    2%1–7%
  2. Trust and reputation
    5%2–12%
  3. Value and price
    0%0–4%
  4. Customer service
    2%1–7%
  5. Safety and security
    0%0–4%
  6. Innovation
    1%0–5%
  7. Leadership and scale
    1%0–5%
  8. Employer and workplace
    3%1–9%
  9. Sustainability and ethics
    4%1–11%
  10. Avoid and risk
    9%4–17%
  11. Ingredient quality and health
    0%0–4%
  12. Sourcing and supply chain transparency
    10%5–17%
  13. Packaging and waste reduction
    26%18–35%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok. Types with no answers are left out.

What the answers credited it for

The topics the answers tied to Danone when they named it, as labeled by a classifier run on this site (a Visibility Driver label, not a customer workspace's Smart Category). It describes what the answer discussed, not whether it was favorable.

  • Sustainability & Ethics3 answers
  • Customer Experience1 answer
  • Not Substantive1 answer

Press rank and AI rank

Where Danone sits among the 15 consumer packaged goods brands with news data in this snapshot, on each measure. Ranks only: the two measures use different units and time windows.

Rank by AI visibility

#13 of 15

  1. 13

Share of 1,250 answers, measured September 29, 2026.

Rank by news mentions

#7 of 15

  1. 7

PeakMetrics news index, last 30 days.

Mention volume is not comparable across sectors, so both ranks are within this sector.

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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